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App-20
IM 701210-06E
Appendix 5 User-Defined Computation
Cross Spectrum
Cross spectrum is determined from 2 signals. It is found by taking the product of the
linear spectrum of one signal(Gx) and the complex conjugate (Gy*) of the linear
spectrum of the other signal (Gy).
If the linear spectrums of the 2 signals are represented by
Gx=Rx+jIx
Gy=Ry+jIy
then the cross spectrum Gyx is
Gyx =Gy
×
Gx*
=(Ry+jIy)(Rx–jIx)=Ryx+jIyx
where Ryx=RyRx+IyIx
Iyx=RxIy–RyIx
The following spectrums can be determined with this instrument.
Item
Equation
Computation
Real part
CS-REAL
Ryx/2
Imaginary part
CS-IMAG
Iyx/2
Amplitude
CS-MAG
(Ryx
2
+Iyx
2
)/2
Log magnitude
CS-LOGMAG
10
×
log( )
(Ryx
2
+Iyx
2
)/2
Phase
CS-PHASE
tan
–1
(Iyx/Ryx)
Transfer Function
The transfer function expresses the frequency characteristics between the input to the
transfer system and the output. The transfer function is determined by the ratio of the
output linear spectrum (Gy) and the input spectrum (Gx) at each frequency. Also, as can
be seen from the next equation, the transfer function can be defined as the ratio of the
cross spectrum of the input and output (Gyx) and the input power spectrum (Gxx).
Transfer Function = Gy/Gx = (Gy
×
Gx*)/(Gx
×
Gx*) = Gyx/Gxx
= (Ryx+jIyx)/(Rx
2
+Ix
2
)
The following items can be determined with this instrument.
Item
Equation
Computation
Real part
TF-REAL
Ryx/(Rx
2
+Ix
2
)
Imaginary part
TF-IMAG
Iyx/(Rx
2
+Ix
2
)
Amplitude
TF-MAG
(Ryx
2
+Iyx
2
)/2
/(Rx
2
+Ix
2
)
Log magnitude
TF-LOGMAG
20
×
log/
(Ryx
2
+Iyx
2
)/2
(Rx
2
+Ix
2
)
Phase
TF-PHASE
tan
–1
(Iyx/Ryx)
The magnitude of the transfer function shows the ratio of the magnitudes of the output
linear spectrum and the input linear spectrum while the phase shows the phase
difference of the two.
Coherence Function
This expresses the ratio of the output power generated with the input signal to the
transfer system and the total output power.
Coherence function = Gyx
×
Gyx*/(Gxx
×
Gyy)
Item
Equation
Computation
Magnitude
CH-MAG
(Ryx
2
+Iyx
2
)/(Gxx
×
Gyy)
If the output signal is due entirely to the input signal, the coherence function becomes 1.
As the ratio decreases, it falls below 1. Thus, the coherence function always takes on a
value between 0 and 1.
Note
On one data acquisition, the coherence function becomes 1 across all frequencies. Also,
make sure to take the frequency average of the computation.
Appendix 5 User-Defined Computation